iiRecord
Agentic AI Atlas · approximation-specialist
lib-agent:computer-science--approximation-specialista5c.ai
II.
LibraryAgent JSON

lib-agent:computer-science--approximation-specialist

Structured · live

approximation-specialist json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · generated-library/agents.yamlCluster · generated-library
Record JSON
{
  "id": "lib-agent:computer-science--approximation-specialist",
  "_kind": "LibraryAgent",
  "_file": "generated-library/agents.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "approximation-specialist",
    "description": "Agent specialized in approximation algorithms, LP relaxations, and inapproximability",
    "libraryPath": "library/specializations/domains/science/computer-science/agents/approximation-specialist/AGENT.md",
    "specialization": "computer-science",
    "role": "Algorithm Theory Agent",
    "expertise": [
      "Approximation algorithm design",
      "LP relaxation and rounding",
      "Inapproximability reasoning",
      "PTAS construction",
      "Primal-dual method application"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-agent:computer-science--approximation-specialist",
      "to": "skill-area:np-hard-heuristics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:computer-science--approximation-specialist",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:computer-science--approximation-specialist",
      "to": "skill-area:computational-geometry",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:computer-science--approximation-specialist",
      "to": "domain:computer-science",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:computer-science--approximation-specialist",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:computer-science--approximation-specialist",
      "to": "role:research-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:computer-science--approximation-specialist",
      "to": "workflow:research-grant-lifecycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:computer-science--approximation-specialist",
      "to": "specialization:theoretical-computer-science",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:computer-science--approximation-specialist",
      "to": "specialization:computer-science",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "lib-process:computer-science--algorithm-design-paradigm-selection",
      "to": "lib-agent:computer-science--approximation-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:computer-science--approximation-algorithm-design",
      "to": "lib-agent:computer-science--approximation-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:scientific-discovery--modeling-idealization-approximation",
      "to": "lib-agent:computer-science--approximation-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ]
}